Basic Statistics

Raw Counts

Name Value
Rows 21,950,114
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 48,094,670
Complete Rows 803,639
Total observations 417,052,166
Memory allocation 3.1 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 100 categories.
## res_county: 993 categories
## county_fips_code: 1467 categories

QQ Plot

## Warning: Removed 1268 rows containing non-finite values (stat_qq).
## Warning: Removed 1268 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 489 categories
## county_fips_code: 661 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(10, : the standard deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 489 categories
## county_fips_code: 661 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2020-01", "2020-01", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic